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  Sentiment analysis tools should take account of the number of exclamation marks!!!
Teh P., Rayson P., Pak I., Piao S.  iiWAS 2015 (Proceedings of the 17th International Conference on Information Integration and Web-based Applications & Services, Brussels, Belgium, Dec 11-13, 2015) 1-6, 2015.  Type: Proceedings

Is it a good idea to have a spam filter rule that rejects messages containing more than one exclamation mark in the subject line? This paper considers the authorial sentiments ascribed to communications containing one or more exclamati...
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Jun 7 2016  

   
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